For an m×n matrix M of rank r, there exists an orthogonal m×m matrix P and an orthogonal n×n matrix Q such that
where D is an r×r diagonal matrix with decreasing positive entries. The pseudoinverse M+ of M is given by
Compare spectral theorem.
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